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Neural Processing Letters 2/2022
Neural Processing Letters

Issue 2/2022

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Table of Contents (35 Articles)

01-11-2021

WakaVT: A Sequential Variational Transformer for Waka Generation
Yuka Takeishi, Mingxuan Niu, Jing Luo, Zhong Jin, Xinyu Yang

11-10-2021

A Hybrid Approach using the Fuzzy Logic System and the Modified Genetic Algorithm for Prediction of Skin Cancer
Saurabh Jha, Ashok Kumar Mehta

11-10-2021

Synchronization of Quaternion Valued Neural Networks with Mixed Time Delays Using Lyapunov Function Method
Sunny Singh, Umesh Kumar, Subir Das, F. Alsaadi, Jinde Cao

16-10-2021

An Adaptive Learning Rate Schedule for SIGNSGD Optimizer in Neural Networks
Kang Wang, Tao Sun, Yong Dou

18-10-2021

High Parameter Frequency Resolution Encoding Scheme for Spatial Audio Objects Using Stacked Sparse Autoencoder
Yulin Wu, Ruimin Hu, Xiaochen Wang, Chenhao Hu, Shanfa Ke

01-11-2021

Diffusion Modelling
Topographic Error of SOM Under Control
Radek Hrebik, Jaromir Kukal

01-11-2021

MixNet: A Robust Mixture of Convolutional Neural Networks as Feature Extractors to Detect Stego Images Created by Content-Adaptive Steganography
E. Amrutha, S. Arivazhagan, W. Sylvia Lilly Jebarani

31-10-2021

Application of Supervised Machine Learning Methods on the Multidimensional Knapsack Problem
Abdellah Rezoug, Mohamed Bader-el-den, Dalila Boughaci

05-11-2021

Classification Algorithm Using Branches Importance
Youness Manzali, Mohamed Chahhou, Mohammed El Mohajir

23-10-2021

An Effective Feature Extraction Approach Based on Spectral-Gabor Space Discriminant Analysis for Hyperspectral Image
Li Li, Jianqiang Gao, Hongwei Ge, Yixin Zhang, Jieming Yang

02-11-2021

Exploring Complex Dependencies for Multi-modal Semantic Trajectory Prediction
Jie Liu, Lei Zhang, Shaojie Zhu, Bailong Liu, Zhizheng Liang, Susong Yang

30-01-2022

Prediction of Heart Attacks Using Biological Signals Based on Recurrent GMDH Neural Network
Alireza Mehrankia, Mohammad Reza Mollakhalili Meybodi, Kamal Mirzaie

26-10-2021

Syncretic Feature Selection for Machine Learning-Aided Prognostics of Hepatitis
Luca Parisi, Narrendar RaviChandran

Open Access 13-11-2021

Kinematic Control of Manipulator with Remote Center of Motion Constraints Synthesised by a Simplified Recurrent Neural Network
Zhan Li, Shuai Li

08-11-2021

High-Accuracy Spiking Neural Network for Objective Recognition Based on Proportional Attenuating Neuron
Li-Ye Niu, Ying Wei, Jun-Yu Long, Wen-Bo Liu

11-11-2021

An Efficient Dataflow Mapping Method for Convolutional Neural Networks
Zhuangzhuang Liu, Huaxi Gu, Bowen Zhang, Canran Shi

05-11-2021

Density Weighted Twin Support Vector Machines for Binary Class Imbalance Learning
Barenya Bikash Hazarika, Deepak Gupta

05-11-2021

Emotional Neural Network Based on Improved CLPSO Algorithm For Time Series Prediction
Hongye Zhang, Cuili Yang, Junfei Qiao

04-11-2021

3D Point Convolutional Network for Dense Scene Flow Estimation
Xuezhi Xiang, Rokia Abdein, Mingliang Zhai, Ning Lv

01-11-2021

Financial Distress Prediction with a Novel Diversity-Considered GA-MLP Ensemble Algorithm
Rui Zhang, Zuoquan Zhang, Di Wang, Marui Du

30-10-2021

A Dynamically Stabilized Recurrent Neural Network
Samer Saab Jr., Yiwei Fu, Asok Ray, Michael Hauser

28-10-2021

Fixed-Time Fuzzy Adaptive Tracking Control for Output-Constrained Uncertain Nonlinear Systems in Nonstrict-Feedback Form
Qijia Yao

21-02-2022

Deep Recurrent Neural Network Architecture of High Order Indirect Integration Method
Zhengrong Xie, Yibo Ai, Jia Chen, Fan Wang, Weidong Zhang

10-11-2021

BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning
Saeed Reza Kheradpisheh, Maryam Mirsadeghi, Timothée Masquelier

03-01-2022

A One-Layer Recurrent Neural Network for Interval-Valued Optimization Problem with Linear Constraints
Yueqiu Li, Chunna Zeng, Bing Li, Jin Hu

10-01-2022

Continuous Recurrent Neural Networks Based on Function Satlins
Coexistence of Multiple Continuous Attractors
Yue Huang, Jiali Yu, Jinsong Leng, Bisen Liu, Zhang Yi

04-01-2022

DMH-FSL: Dual-Modal Hypergraph for Few-Shot Learning
Rui Xu, Baodi Liu, Xiaoping Lu, Kai Zhang, Weifeng Liu

05-01-2022

LMI Conditions for Fractional Exponential Stability and Passivity Analysis of Uncertain Hopfield Conformable Fractional-Order Neural Networks
Nguyen Thi Thanh Huyen, Nguyen Huu Sau, Mai Viet Thuan

05-01-2022

Lagrange Stability of BAM Quaternion-Valued Inertial Neural Networks via Auxiliary Function-Based Integral Inequalities
Rui Zhao, Baoxian Wang, Jigui Jian

10-01-2022

A Novel Multi-scale Deep Neural Framework for Script Invariant Text Detection
Tauseef Khan, Ayatullah Faruk Mollah

09-01-2022

Deep Active Autoencoders for Outlier Detection
Jin Ning, Leiting Chen, Chuan Zhou, Yang Wen

18-02-2022

Continuous Positioning with Recurrent Auto-Regressive Neural Network for Unmanned Surface Vehicles in GPS Outages
Yu-ting Bai, Zhi-yao Zhao, Xiao-yi Wang, Xue-bo Jin, Bai-hai Zhang

13-01-2022

Research on Visual Question Answering Based on GAT Relational Reasoning
Yalin Miao, Wenfang Cheng, Shuyun He, Hui Jiang

18-01-2022

A Entity Relation Extraction Model with Enhanced Position Attention in Food Domain
Qingbang Wang, Qingchuan Zhang, Min Zuo, Siyu He, Baoyu Zhang

19-01-2022

Fast Anomaly Detection Based on 3D Integral Images
Shifeng Li, Yan Cheng, Yunfeng Liu, Yuqiang Yang

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